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손실함수는 어떻게 구성되는가? 손실은 어느 컴포넌트까지 전파되는가?

상태
해결되지 않은 궁금증
생성일
2024/04/23 05:47
관련태그
1 more property
질문을 구체화할 수 있는 메모들
1.
The opacity of the 3D Gaussians is adjusted, which affects how transparent or solid the 3D shapes appear in the final rendering. This adjustment helps in achieving the right look for the 3D models being generated. The position of the 3D Gaussians is also updated based on the loss. This means where the 3D shapes are located in the space of the final image can be shifted to better match the desired outcome. The color of the 3D Gaussians, represented by specific coefficients, is fine-tuned. This adjustment ensures that the colors of the 3D shapes blend well with the rest of the image, making the final 3D asset look more realistic and visually appealing. Lastly, the covariance of the 3D Gaussians, which influences the shape and orientation of the 3D models, is optimized. This helps in accurately representing the 3D objects as intended, based on the input text or images
질문을 해소하기 위해 해소해야 하는 질문들
1.
None
질문과 관련한 답을 작성한 글들
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None